Computer Science & Information Management

Empowering Artificial Intelligence Through Machine Learning
New Advances and Applications

Editors: Nedunchezhian Raju, PhD
M. Rajalakshmi, PhD
Dinesh Goyal, PhD
S. Balamurugan, PhD
Ahmed Elngar, PhD
Bright Keswani, PhD

Empowering Artificial Intelligence Through Machine Learning

Published. Available now.
Pub Date: June 2022
Hardback Price: see ordering info
Hard ISBN: 9781771889308
E-Book ISBN: 9781003055129
Pages: 264 w/index
Binding Type: hardback / ebook
Notes: 19 color and 55 b/w illustrations

This new volume, Empowering Artificial Intelligence Through Machine Learning: New Advances and Applications, discusses various new applications of machine learning, a subset of the field of artificial intelligence. Artificial intelligence is considered to be the next big-game changer in research and technology. The volume looks at how computing has enabled machines to learn, making machines and tools become smarter in many sectors, including science and engineering, healthcare, finance, education, gaming, security, and even agriculture, plus many more areas.

Topics include techniques and methods in artificial intelligence for making machines intelligent, machine learning in healthcare, using machine learning for credit card fraud detection, using artificial intelligence in education using gaming and automatization with courses and outcomes mapping, and much more.

The book will be valuable for professionals, faculty, and students in electronics and communication engineering, telecommunication engineering, network engineering, computer science and information technology.

CONTENTS:
Preface

1. A Tour of Various Knowledge Representation Techniques in Artificial Intelligence for Making Machines Intelligent
Poonam Tanwar, T. V. Prasad, and Kamlesh Dutta

2. Understanding Distributed Semantic Analysis with Spark Data Frames
Richa Mathur, Devesh K Bandil, and Dhanesh Kumar Solanki

3. Machine Learning and Artificial Intelligence in Healthcare
Jeelani Ahmed and Muqeem Ahmed

4. Healthcare, IoT, and Big Data Support
Vikash Yadav and Dhananjaya Verma

5. GROCD (Group Recommender Based on Overlapping Community Detection): Novel Fuzzy Rules Based on Efficient Clustering and Classification of BDNF (Brain-Derived Neurotrophic Factor) with Type-2 Diabetes Mellitus
Dharmaiah Devarapalli, Phanigrahi Srikanth, and Ahmed A. Elngar

6. Hybridization Preprocessing and Resampling Technique (HPRT) Based Neural Network Approach for Credit Card Fraud Detection
Bright Keswani, Poonam Keswani, Prity Vijay, and Ambarish G. Mohapatra

7. Artificial Intelligence in Education Using Gaming and Automatization with Courses and Outcomes Mapping
S. Manikandan and M. Chinnadurai

8. The Impact of Artificial Intelligence for Comprehensive Growth across the Globe
Shalini Srivastav, Vikas Garg, and Ahmed A. Elngar

9. Monitoring System for a Greenhouse Using a Deep Learning Technique
Aditya Kakde, Nitin Arora, Durgansh Sharma, Mamta Martolia, and Alanknanda Ashok

10. Application of Artificial Intelligence in Image Processing
Aafreen Nawresh and A, S. Sasikala

11. A Novel N-Average Wavelet Algorithm for a Voice-Based Wheelchair
E. Chandra

12. Automated Diagnosis of Heart Disease Using Artificial Intelligence
E. Udayakumar, S. Balamurugan, and P. Vetrivelan


Index


About the Authors / Editors:
Editors: Nedunchezhian Raju, PhD
Professor, Department of Computer Science and Engineering, Coimbatore Institute of Technology, Coimbatore, India

Nedunchezhian Raju, PhD, is a Professor in the Department of Computer Science and Engineering, Coimbatore Institute of Technology, Coimbatore, India, where has served in various capacities as Head of the Department, Vice Principal, Head of the Institution, and Director of Research. His research interests include data mining, big data analytics, machine learning, and software engineering. He has more than 25 years of experience in teaching and research. He has guided 18 PhD scholars, and six more PhD scholars are currently doing their research under his supervision. To his credit, he has published more than 100 papers in refereed journals and at international conferences. He has published several books and book chapters also. He did his PhD, ME, and BE degrees all in computer science and engineering.

M. Rajalakshmi, PhD
Associate Professor, Coimbatore Institute of Technology in the Department of Information Technology, Coimbatore, India

M. Rajalakshmi, PhD, is an Associate Professor at the Coimbatore Institute of Technology in the Department of Information Technology, Coimbatore, India. Her research areas of interest include data structures, data mining, distributed systems, big data analytics, and machine learning. She has 25 years of teaching and research experience. She has guided four PhD scholars and is currently guiding ten PhD scholars. She has published many papers in refereed international journals and international conferences, and is a reviewer for few journals also. She did her PhD in Computer Science and Engineering at Anna University, Chennai, India, and she obtained ME in Computer Science and Engineering degree from the P.S.G. College of Technology, Coimbatore, with distinction. She did her bachelor’s degree in Computer Science and Engineering at Tamilnadu College of Engineering, Coimbatore, India.

Dinesh Goyal, PhD
Principal & Director, Poornima Institute of Engineering & Technology, India

Dinesh Goyal, PhD, recently joined the Poornima Group as Principal & Director, Poornima Institute of Engineering & Technology, India. He is a renowned academician and a very good researcher. As a leader, he motivates and grows with his team to achieve the desired results. Dr. Goyal was previously a Professor of Research & Academic Experience at Suresh Gyan Vihar University, Jaipur, India, for last 15 year, and has retired from the post of Director, Centre for Cloud Infrastructure and Security. He has expertise in information security, image processing and cloud computing and has written more than 60 papers for international and national publications. He has guided more than 20 postgraduate research scholars and over six PhD research scholars. Dr. Goyal completed his bachelor’s degree in Computer Science and Engineering from MBM College of Engineering, Jodhpur, India. He joined Rajasthan Technical University to complete his MTech with research work on “Information Security Activities and Societies” and was awarded the degree of PhD with specialization in Computer Science & Engineering from Suresh Gyan Vihar University, Jaipur, India.

S. Balamurugan, PhD
Director, Research and Development, Intelligent Research Consultancy Services (iRCS), Coimbatore, Tamilnadu, India

S. Balamurugan, PhD, is the Director of Research and Development at Intelligent Research Consultancy Services (iRCS) in Coimbatore, Tamilnadu, India. He received his BTech, MTech, and PhD degrees, all in field of Information Technology. He has published over 45 books and over 200 papers in international journals and conferences, and he holds over 35 patents. He is the recipient of a Rashtriya Vidhya Gourav Gold Medal Award and The Best Educationalist Award by the Indian Solidary Council, 2018. He is the recipient of two Lifetime Achievement Awards, one in 2018 and another in 2019. He is the recipient of Dr. A. P. J. Abdul Kalam Sadhbhavana Award presented by the International Business Council, India, 2018. He was awarded the Prestigious Mahatma Gandhi Leadership Award at the British Parliament, London by NRI Welfare Society of India, 2019. The book he authored, Machine Learning and Deep Learning Algorithms using MATLAB and PYTHON, won “BEST MATLAB BOOK FOR BEGINNERS” Award by BookAuthority, 2019. He also won the CSI Young IT Professional Award, 2017. His professional activities include roles as book series editor, editor-in-chief, associate editor, and editorial board member for more than 500+ international journals and conferences of high repute and impact.

Ahmed Elngar, PhD
Founder and Head of Scientific Innovation Research Group (SIRG); Assistant Professor of Computer Science, Faculty of Computers and Artificial Intelligence, Beni-Suef University, Beni-Suef, Egypt

Ahmed A. Elngar, PhD, is the Founder and Head of Scientific Innovation Research Group (SIRG) and Assistant Professor of Computer Science at the Faculty of Computers and Artificial Intelligence, Beni-Suef University, Beni-Suef, Egypt, where he is also a Director of the Technological and Informatics Studies Center (TISC), Faculty of Computers and Information. Dr. Elngar has more than 25 scientific research papers published in prestigious international journals and over five books covering such diverse topics as data mining, intelligent systems, social networks, and smart environment. Dr. Elngar is a collaborative researcher. He is a member of the Egyptian Mathematical Society (EMS) and the International Rough Set Society (IRSS). His other research areas include Internet of Things (IoT), network security, intrusion detection, machine learning, data mining, artificial intelligence, big data, authentication, cryptology, healthcare systems, and automation systems. He is an editor and reviewer of many international journals. Dr. Elngar has won several awards, including the Young Researcher in Computer Science Engineering from the Global Outreach Education Summit and Awards 2019, in Delhi, India. He also received Best Young Researcher Award (Male) (under 40 years), Global Education and Corporate Leadership Awards (GECL–2018).

Bright Keswani, PhD
Professor & Head, Department of Computer Applications, Principal (Academic Staff College); Editor-in-Chief (SGVU Journal of Engineering & Technology), Suresh Gyan Vihar University, Jaipur, India

Bright Keswani, PhD, is Professor & Head of the Department of Computer Applications, Principal (Academic Staff College), and Editor-in-Chief (SGVU Journal of Engineering & Technology) at Suresh Gyan Vihar University, Jaipur, India. He has a long-standing experience of teaching at graduate and postgraduate levels for over 16 years at various institutions. Presently, he is devoting his time to research in the varied field of computer science and is advising several MTech and PhD students. Apart from regular teaching and administrative work, he is associated with some companies and providing consultancy on project planning and designing to a team of software professionals. His research publications have appeared in leading journals; some of which have been presented at international and national conferences and included in conference proceedings, leading international/national level magazines, and in-house journals of the corporate sector. In addition, he is associated as member, senior member, and global member with various international societies (technical) of Singapore, Canada, Australia, London, Hong Kong, Belgium, and USA. A prolific writer in the arena of computer sciences and information technology, his books include Operating System, E-Banking and Security Transactions, Software Engineering, Elementary Computer Applications, Introduction to Computer Science, and Programming in Visual Basic.




Follow us for the latest from Apple Academic Press:
Copyright © 2024 Apple Academic Press Inc. All Rights Reserved.